Lead Time Deviation from Expectation

View in library docs
LTDE(c,val)\mathit{LTDE}(c, \mathit{val})
Dimension:
Time
Granularity:
Case

Description

Absolute value of the difference between the time that a case is expected to take and its lead time.

Potential use

Event log is associated with a process in which the lead time of a case should be as close as possible to a specific value.

Assumptions

A lead time that is closer to the expected value is desirable.

Desired Value:

MINIMIZE

Required attributes

actinst
case
time
type

Equations

Formula for practitioners

valLT(c)|val - \mathit{LT}(c)|

\ valval represents the expected time value.
LT(c)\mathit{LT}(c) returns the lead time of case cc.

Formal Definition

valLT(c)|\mathit{val} - \mathit{LT}(c)|

Tags

actinst
case
time
type

Python implementation

This indicator is implemented in the process_performance_indicators Python library.

process_performance_indicators.indicators.time.cases.lead_time_deviation_from_expectation